The silence in the apartment was deafening. Elena moved from room to room, touching things, as if to prove they still existed. The scent of her lover's cologne, usually comforting, now seemed to mock her. The phone calls, the late nights, the averted glances. She'd known, deep down.

She sat on the sofa, her back ramrod straight. She stared at the closed bedroom door, visualizing him inside. Her hands trembled as she reached for the remote, switching on the television, the noise a temporary buffer against the storm inside.

She changed the channel again and again, unable to focus on anything.

Emotion: humiliated

Cluster: Embarrassment
PC1 (Valence): -1.79 Negative
PC2 (Disposition): 0.93

Role in Research

This story is one of 1,000 stories generated for the emotion humiliated. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 humiliated stories, after denoising with neutral dialogue baselines, produces the humiliated emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the humiliated vector is projected through the unembedding matrix.

Promoted:
C0.370
l0.329
尴尬0.322
ness0.303
because0.298
Suppressed:
de-0.369
own-0.254
😍-0.253
🤩-0.245
cautiously-0.228